rag-mcp
505MCP server Claude CodeCodexCursor +2
This is a local rag-mcp solution with chromadb using langchain and docling. Runs locally from the rag-mcp Python package.
2,555 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.
MCP server Claude CodeCodexCursor +2
This is a local rag-mcp solution with chromadb using langchain and docling. Runs locally from the rag-mcp Python package.
theepicsaxguy/qdrant-codebase-mcp
MCP server Claude CodeCodexCursor +2
MCP server "qdrant-codebase-mcp" as configured in theepicsaxguy/qdrant-codebase-mcp. Runs locally from the qdrant-codebase-mcp npm package.
MCP server Claude CodeCodexCursor +2
Production-ready MCP server for document ingestion and knowledge management with vector search. Supports PDF, DOCX, TXT, MD, CSV, JSON, HTML with ChromaDB and multiple embedding providers. Runs locally from the knowledge-mgmt-mcp npm package.
MCP server Claude CodeCodexCursor +2
A Model Context Protocol (MCP) server implementation for txtai. Runs locally from the kb-mcp-server Python package.
MCP server Claude CodeCodexCursor +2
Markdown corpus retrieval engine: watcher, indexer, hybrid search, MCP server. Runs locally from the metamind-vault-rag Python package.
aymanz12/-MCP-Powered-Video-RAG-
MCP server Claude CodeCodexCursor +2
MCP server "mcp-powered-video" as configured in aymanz12/-MCP-Powered-Video-RAG. Runs locally from the mcp-powered-video Python package.
MCP server Claude CodeCodexCursor +2
MCP server for semantic code search powered by MongoDB Atlas Vector Search and Voyage AI embeddings. Runs locally from the code-context-mcp npm package.
MCP server Claude CodeCodexCursor +2
MCP server "llamacloud-rag-mcp-server" as configured in uiqkos/llamacloud-rag-mcp. Runs locally from the llamacloud-rag-mcp-server npm package.
MCP server Claude CodeCodexCursor +2
MCP server "snomed-graph-rag" as configured in lesskao/rag-neo-mcp-week6. Runs locally from the snomed-graph-rag Python package.
MCP server Claude CodeCodexCursor +2
MCP server with local RAG for Claude Code repo context. Runs locally from the code-context-mcp Python package.
node2flow-th/gemini-files-search-rag-mcp-community
MCP server Claude CodeCodexCursor +2
MCP server for Gemini RAG — manage File Search stores, upload documents, and query with AI-powered retrieval-augmented generation. Runs locally from the @node2flow/gemini-file-search-rag-mcp npm package.
MCP server Claude CodeCodexCursor +2
Semantic codebase indexer with Ollama + Qdrant, MCP server for Claude Code. Runs locally from the codebase-indexer npm package.
MCP server Claude CodeCodexCursor +2
MCP server that indexes markdown docs and exposes hybrid semantic search for LLM context retrieval. Runs locally from the inkdex npm package.
MCP server Claude CodeCodexCursor +2
MCP server "faq-rag-mcp" as configured in chowgi/glean-rag-mcp. Runs locally from the faq-rag-mcp Python package.
MCP server Claude CodeCodexCursor +2
This is a local rag-mcp solution with chromadb using langchain and docling. Runs locally from the rag-mcp Python package.
evgenygurin/fastmcp-r2r-openapi-integration
MCP server Claude CodeCodexCursor +2
MCP server "r2r-mcp-server" as configured in evgenygurin/fastmcp-r2r-openapi-integration. Runs locally from the r2r-mcp-server Python package.
Skill Claude CodeCodex
Semantic search and retrieval over the OpenClaw vault via an MCP server + watcher.
MCP server Claude CodeCodexCursor +2
MCP server "mcp-server-fetch-rag" as configured in attamari/mcp-server-fetch-rag. Runs locally from the mcp-server-fetch-rag Python package.
MCP server Claude CodeCodexCursor +2
Chroma MCP Server - Vector Database Integration for LLM Applications. Runs locally from the chroma-mcp Python package.
MohanTn/hybrid-retrieval-pipeline
MCP server Claude CodeCodexCursor +2
MCP server "hybrid-retrieval" as configured in MohanTn/hybrid-retrieval-pipeline. Runs locally from the hybrid-retrieval Python package.
nongtiensonpro/document-rag-mcp
MCP server Claude CodeCodexCursor +2
RAG MCP Server — watches folders, chunks documents, serves semantic search via MCP. Runs locally from the document-rag-mcp Python package.
sampathpulukurthi/agentic-rag-mcp
MCP server Claude CodeCodexCursor +2
MCP server "mcp-agentic-rag" as configured in sampathpulukurthi/agentic-rag-mcp. Runs locally from the mcp-agentic-rag Python package.
MCP server Claude CodeCodexCursor +2
MCP server for rag knowledge. Features semantic search, knowledge graph query, index document. From MEOK AI Labs. Runs locally from the rag-knowledge-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server "easymcprag" as configured in justinlime/easymcprag. Runs locally from the easy_mcp_rag Python package.